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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022
Combining Humor and Sarcasm for Improving Political Parody Detection NAACL 2022
Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model COLING 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation NAACL 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022